Okay, so you can reasonably expect them to produce through the winter, though they probably won't be true perennials. I'd take them out of the pots and put some new dirt in, give them a good shake and put them back into the pot. Then I'd break out some Miracle Gro, and see if they improve. They may just be sensitive to the change in the length of day, and they may have just hit old age, but it doesn't cost anything to try.